Data storage devices based on supplementation

ABSTRACT

New data storage devices and techniques are provided. In some aspects of the invention, a new remote supplementation based media and system are provided. A local file and control system comprises a data density distribution that varies depending on Media Depth. A remote supplementation source and control system are also provided in a common network with the local control system. The local control system reports local file attributes, authorization and factors impacting media depth in real time, and the supplementation control system delivers permanent and streaming data corrections, supplementation and format updates to the local control system. In additional aspects of the invention, a patterned reference media device aids in building the local data density distribution. In some embodiments, the 3D arrangement, or other attributes, of structural storage device elements may serve as the patterned reference device.

CROSS-REFERENCE TO RELATED APPLICATION

This application claims the benefit of U.S. Provisional Application No. 61/852,147, filed Mar. 15, 2013, the entire contents of which are hereby incorporated by reference into the present application.

FIELD OF THE INVENTION

The present invention relates to computer memory hardware and systems.

BACKGROUND OF THE INVENTION

Artificial methods of data storage have existed for millennia, dating at least from the time of cave paintings and tallying by marking sticks approximately 40,000 years ago. Systematic data storage using standardized symbols—for example, writing on clay tablets—dates at least from Ancient Sumer in the third millennium B.C.E. More recently, data storage using computers has arisen, now predominantly in a digital format involving the serial storage and retrieval of bits of data.

Data storage hardware currently varies depending on whether it is used for short-term or long-term functions, and a more or less volatile, fast or dense storage type may be used for those functions. Many seek a universal memory device, fulfilling both long- and short-term functions needed for computing, to eliminate the cost of manufacturing multiple devices using different technology.

It should be understood that the disclosures in this application related to the background of the invention in, but not limited to, this section titled “Background,” are to aid readers in comprehending the invention, and do not set forth prior art or other publicly known aspects affecting the application; instead the disclosures in this application related to the background of the invention comprise details of the inventor's own discoveries, work and work results, including aspects of the present invention. Nothing in the disclosures related to the background of the invention is or should be construed as an admission related to prior art or the work of others prior to the conception or reduction to practice of the present invention.

SUMMARY OF THE INVENTION

New data storage devices and techniques are provided. In some aspects of the invention, a new supplementation based media and system are provided. A local file and control system with general and specific identification attributes and management-related programming comprises a data density distribution that varies depending on media depth (immediacy, probability of access, and other factors). A remote supplementation source and control system are also provided in a common network (such as the internet) with the local control system. The local control system reports local file attributes, authorization and factors impacting media depth in real time, and the supplementation source and/or control system deliver both permanent and streaming data corrections, supplementation and format updates to the local control system and/or a Consumption Feed.

In other aspects of the invention, specialized patterns in a reference media or file are used in a new technique for data storage. By defining and recording pattern matches and other comparisons with the reference media or file, new data can be stored more efficiently in some contexts than with literal, bit-by-bit storage alone. In some embodiments, a control system comprising computer hardware builds a relational context and comparison library between the reference media or file and newly input data, and stores new data at least in part based on its relationship to the reference media or file. These aspects may be used in conjunction with the supplementation based methods discussed above, to build a very storage-space-efficient data distribution, by prioritizing the storage of data by matches and other relationships to the separate reference media or file. Devices implementing this design to store data require very little space, albeit with some incompleteness and inaccuracies absent supplementation, but which incompleteness and inaccuracies can be quickly completed and otherwise improved by the remote supplementation source and control system, and/or a conventional digital media data storage device.

The storage methods of the present invention may be used in a wide variety of data storage platforms, while generating short-, medium- and long-term speed improvements and space efficiencies, but several specialized devices, optimizing the use of the methods, are also provided. For example, in some aspects, the relative 3-dimensional arrangement and orientation of storage elements itself provides a data pattern serving as a reference pattern or direct data storage technique.

Canons of Construction and Definitions

Where any term is set forth in a sentence, clause or statement (“statement”), each possible meaning, significance and/or sense of any term used in this application should be read as if separately, conjunctively and/or alternatively set forth in additional statements, as necessary to exhaust the possible meanings of each such term and each such statement.

It should also be understood that, for convenience and readability, this application may set forth particular pronouns and other linguistic qualifiers of various specific gender and number, but, where this occurs, all other logically possible gender and number alternatives should also be read in as both conjunctive and alternative statements, as if equally, separately set forth therein.

-   “Media Depth,” in addition to its ordinary meaning and special     meaning in the art to which it pertains, means, with respect to a     data storage media or file aspect or a represented manifestation of     such an aspect, the probability that the aspect or manifestation     will be accessed or required for use, or the imminence of the aspect     or manifestation being accessed or required for use, or both the     probability and imminence of the aspect or manifestation being     accessed or required, each of which may be weighted or otherwise     included in a function along with other factors, including but not     limited to the proximity and status of other related media, file(s),     manifestations, or other computing aspects, and an assessed cost of     failed or incomplete access or availability of the media aspect. -   “Consumption Feed,” in addition to its ordinary meaning and special     meaning in the art to which it pertains, means content or a stream     of content, including but not limited to video, audio, documentary     or other content from media, delivered or otherwise manifested in a     form for use by a user. -   “Manifestation Unit,” in addition to its ordinary meaning and     special meaning in the art to which it pertains, means a unit of     content or other data being used, including but not limited to     video, audio, documentary or other content from media, requiring a     given content delivery system resource unit, such as a unit of time     or processor power, to deliver for consumption or other use.

BRIEF DESCRIPTION OF THE DRAWINGS

FIG. 1 is a schematic block diagram of some elements of an exemplary supplementation system for data storage and distribution in accordance with aspects of the present invention.

FIG. 2 is a side view of parts of data storage hardware elements with error-eliminating cross-checking sub-elements, in accordance with aspects of the present invention.

FIG. 3 is a graph depicting an exemplary density distribution of stored data corresponding with final output measures for a computer data file, as a function of the Media Depth, according to aspects of the present invention.

FIG. 4 is a process flow diagram depicting exemplary steps that may be carried out by a control system, or combination of control systems, implementing exemplary programming, methodology and other aspects of the present invention.

FIG. 5 depicts an exemplary series of increasingly large and complex patterns, as may be included in a reference media device or file used for facilitating data storage and access, in accordance with aspects of the present invention.

FIG. 6 depicts an exemplary random pattern of magnetic bubble memory domains, as may be present in a reference media device or file used for facilitating data storage and access, in accordance with aspects of the present invention.

FIG. 7 depicts an exemplary series of increasingly large and complex patterns of magnetic bubble memory domains, as may be included in a reference media device or file used for facilitating data storage and access, in accordance with aspects of the present invention.

FIG. 8 depicts another exemplary random pattern of a reference media device or file used for facilitating data storage and access, in accordance with aspects of the present invention.

FIG. 9 is a portion of view 8 described in FIG. 8, above, enlarged for magnification purposes, and showing a random small-scale pattern with no further structure than that depicted in FIG. 8.

FIG. 10 is a portion of view 9 described in FIG. 8, above, enlarged for magnification purposes, and showing a non-random small-scale pattern with an embedded structure of greater complexity than that viewable in FIG. 8.

FIG. 11 depicts an exemplary random sequence of binary digits, such as the examples shown as, as may be present in a reference media device or file used for facilitating data storage and access, in accordance with aspects of the present invention.

FIG. 12 depicts a non-random image of a reference media device or file used for facilitating data storage and access, in accordance with aspects of the present invention.

FIG. 13 is a portion of view 13 described in FIG. 12, above, enlarged for magnification purposes, and showing a random small-scale pattern with no further structure than that depicted in FIG. 12.

FIG. 14 is a portion of view 14 described in FIG. 12, above, enlarged for magnification purposes, and showing a non-random small-scale pattern with an embedded structure of greater complexity than that viewable in FIG. 12.

FIG. 15 is a schematic block diagram of some elements of an exemplary control system that may be used in accordance with aspects of the present invention.

DETAILED DESCRIPTION OF THE INVENTION

FIG. 1 is a schematic block diagram of some elements of an exemplary supplementation system 101 for data storage and distribution in accordance with aspects of the present invention. A local control unit 103, which may be or comprise a control system such as that set forth in reference to FIG. 15, below, summons or implements a data file to deliver content to users of the local control unit 103. For example, a user may be using such a local control unit 103 as part of a smart TV or other computerized media console connected to the internet to receive a Consumption Feed 104, such as a movie presented on the media console. Local control unit 103 is connected to a local data storage device 106, such as a computer hard disk. As will be explained further in this application, control unit 103 may present the consumption feed 104 to a user as a product of both: (1) a specialized local file designed for supplementation and (2) supplementation from a remote source, in accordance with aspects of the present invention. Such a specialized local file may be stored on local storage device 106. Local control unit 103 is connected (for example, via an internet connection) to another control unit, namely remote control unit 105, which provides specialized supplementation data in accordance with aspects of the present invention, for example, from a supplementation source 107, such as files stored on a storage device connected with control unit 105.

First, as shown by data flow arrow 109, local control unit 103 may first determine that a user has initiated a Consumption Feed related to the specialized local file on local storage device 106 and send identification (and, in some embodiments, authorization) information to remote unit 105. In addition, local control unit 103 may send a sample or a complete rendering of the data, or an initial set of data, to be manifest or consumed in the Consumption Feed 104, to the extent that that data is available on the local file, in data flow 109. Remote unit 105 may then verify the authentication and identification information, if provided by local unit 103 and, depending on that verification if performed, analyze and evaluate the sample or other data provided by local unit 103. As part of that analytical and evaluation process, remote unit 105 may determine that parts or other aspects of the data provided are inaccurate, incomplete, or subject to improvements or other updates. If so, remote unit 105 then completes the missing or otherwise needed data by sending a data supplementation stream, for example, such as that depicted by data flow arrow 111, to fill in, refine, complete or otherwise improve Consumption Feed 104. In some embodiments, the amount or degree of such improvements may depend on current Media Depth associated with the data analyzed and evaluated from data flow 109. For example, remote unit 105 may provide that data necessary, or at a necessary rate, to maintain an optimal data distribution in a local file or Consumption Feed stored or delivered by local control unit 103. Such data distributions according to Media Depth are discussed in greater detail below, in reference to FIG. 2. Some of the data flow 111 may be directly combined with data from the local file and/or presented or manifest in Consumption Feed 104—updating, completing or otherwise improving the consumed media or manifestation of the media. However, if remote unit 105 determines that there is an error in the local file, or that the local file or control unit will benefit from updates, gap-filling or other changes (including, in some embodiments, hardware changes that may be directed or carried out by remote unit 105), then commands, data delivery, rebuilding or other actions may be carried out with respect to local disk 106 and local control unit 103, as shown by flow arrow 113. In addition, and preferably after data supplementation flow 111, remote unit 105 carries out more minor corrections to data provided in the consumption feed to the user, as shown by data flow arrow 115. If more serious errors are present, however—such as large scratches that interfere with proper play of the consumption feed—in some embodiments, data flow 115 may take an equal or higher priority in comparison to flow 111. Finally, remote unit 105 may update the data provided to the user in the Consumption Feed. For example, if a format quality update has become available (such as an increased video resolution level), the remote unit may instruct the local unit to replace lower resolution data with higher resolution data according to an update, as shown in data flow arrow 117. In some embodiments, the update data may be provided with reference to the existing data on the local disk. For example, if the local disk defines a particular pixel at a lower resolution, the updated data may define several new pixels in reference to the qualities of the pixel replaced. In this way, the update may be provided in a faster, more efficient manner and provide a smoother experience for the consumer.

If remote unit 105 determines that an error has occurred, and issues a correction to local disk 106, it may also, or local control unit 103 may, restore the file or a part comprising the erroneous file section, in a new area, to reduce the risk of a repeated data corruption from hardware or environmental factors at the previous location.

FIG. 2 is a side view of parts of data storage hardware elements 201 with error-eliminating cross-checking sub-elements 203, in accordance with aspects of the present invention. To reduce the need for remote units correcting local files as set forth above, a new form of data storage element 201 comprises smaller, deep storage sub elements 203. Elements 201 also comprise main storage areas 205. As shown in the figure, elements 201 may be scanned or written in any of five distinct ways by three read/write heads 207 that may pass above and below a substrate 209 in which elements 201 are embedded. First, the main storage areas 205 may be written in a way similar to conventional data bit writing in digital media. For example, a magnetizable domain within main storage area 205 may be magnetized as either a “1” or “0,” as in digital compact disks or hard disks. To accomplish that writing event, head 211 may conduct a majority or all of the writing activity, and, owing to its proximity to area 205, selectively write only that area, and not areas 203 in the left-most element 201. Similarly, to read or write bits within sub-elements 203 of the left-most element 201, heads 213 and 215 may selectively read and write the left and right sub-elements, respectively.

In a preferred embodiment, the main storage areas 205 provide primary encoding for data files recorded in the media of which elements 201 are a part. Sub-elements 203, by contrast, provide remote double-redundant, distributed confirmatory cross-checking for other, preferably maximally distant elements 201, from both the element cross-checked and from each other. For example, if there are 17,064 elements 201 in a circular storage media, and the left-most element 201 in the figure is at serial position 5,688, its main storage area 205 may be confirmed by an error-checking control system, such as the exemplary control system provided below in reference to FIG. 15, by matching coding in the left-most sub-element of an element 201 in position 11,376 and the right-most sub-element of an element 201 in position 17,064, as one optimally-distributed arrangement for that element. Thus, if the encoded bit in main storage area 205 of the left-most element 201 of the figure disagrees with both of those cross-checking sub-elements, a control system may re-write that main storage area as in error. If only one of the sub-elements disagrees with the cross-checked main storage, however, the disagreeing sub-element may be re-written to match the main storage element and provide a more accurate cross-reference in the future. Any element or sub-element that repeatedly is found to be in error may be retired from use by the control system, or disregarded and, as mentioned above, areas of a media device determined to have errors, or repeated errors, may be avoided in the future for storing the correction to the error(s) and/or other data.

In some embodiments, the physical location and arrangement of media elements, including such structural elements at 201, may serve as part of the data stored, and may be altered according to data storage needs and to effect data storage. For example, storing a bit of data on a particular unit located at a certain distance or angle from another unit or bit of data may signify the directness or obliqueness of another relationship of the data bits in a Consumption Feed or other manifestation of the data.

FIG. 3 is a graph 300 depicting an exemplary density distribution curve 301 of stored data corresponding with final output or Manifestation Units or other measures for a computer data file, as a function of the Media Depth (which may be defined, at least in part, by a probability and/or imminence of access), for example, for a specialized local file of the nature discussed with reference to FIG. 1, above. As mentioned in reference to FIG. 1, a Consumption Feed may be delivered to a user while various error-checking, updates and supplementation activities are carried out by a commonly-networked remote control unit. Because those error-checking, updates and supplementation activities take time to execute, they ideally will relate more greatly to media not immediately needed in the consumption feed delivered to the user. As a result, a high data density, and, preferably, complete data, is present for file aspects, such as Manifestation Units, so immediately needed by the local control system or Consumption Feed. Likewise, Manifestation Units or other file aspects not immediately needed, but with a low Media Depth, are present at a relatively high data density in curve 301. Error corrections, gap-filling, updates and other improvements may be delivered from a remote control system to the local control system or Consumption Feed to maintain curve 301, in real time as data storage in the local file and Consumption Feed be impacted by the progress of the Consumption Feed, to optimize the probability of providing a high-quality Consumption Feed and other factors (such as network connection speed and system resources). The curve presented as 301 thus demonstrates a greater data density per unit (on the Y axis) of content delivered in a consumption feed for aspects of the file or Manifestation Units fed to the user initially, and likely to be served sooner than others (the media depth measure plotted against the x axis). However, a minimum level of data density is shown as floor 303, which may be required as a minimum structure for organizing the file aspects and basing supplementation, for any locus of the file, depending upon the embodiment.

In addition, a remote control unit may also deliver data according to optimal speeds based on its own system resources, network speed, or local control system resources. For example, if network speed reduce and prior sent data fails to fulfill curve 301 for the local data file and Consumption Feed, a greater amount or rate of data may be sent, or lower resolution data may be sent, to the local control unit and/or Consumption Feed.

FIG. 4 is a process flow diagram depicting exemplary reference media data storage steps 400 that may be carried out by a control system, or combination of control systems, implementing exemplary programming, methodology and other aspects of the present invention. An exemplary control system, which may be used to implement the various steps 400, and other aspects of the invention, is provided in FIG. 15 and the related discussion set forth below, among other places. Beginning with step 401, the control system first takes in a set of data for storage (and other, future use) by the control system. Rather than simply store bits directly representing the data in media, as will become clear in the following discussion, the control system may construct pattern matching and other relationships between the data taken in and a reference media device or file. Such reference media devices or files may take on a wide variety of forms, several of which are discussed in additional figures, below. Turning back to the present figure, the control system next performs a rough scan of the data set or other group taken in for recording and future use, in step 403. At this point, the control system may proceed to simultaneously perform two parallel processes: (1) a large-scale pattern-matching process, treated on the left-hand side of the figure; and (2) a small-scale library-building process, on the right-hand side of the figure. These and other processes are set forth in detail below.

Beginning with the large-scale pattern-matching process, in step 407, the control system first assesses the largest possible scale pattern-matching or other relationships between the reference media device/file and the data set that has been taken in. These potential “macro” level matches and other relationships are preferably roughly but rapidly assessed initially, and may be of limited use by the control system in reducing needed conventional analog or digital media data storage. A potential further match and benefit, however, may also be tentatively assessed at this large-scale, in step 409. In one embodiment, in optional step 411, the rapidly-acquired, rough matches and other relationships, may be recorded by the control system, and implemented on an interim basis while further steps are carried out, as set forth below. In any event, in step 413, the control system then proceeds to decrease the level/scale of its pattern-matching activity to seek matches and other relationships between smaller patterns (by a scale adjustment factor or other interval that may be pre-set or selected by the control system) in the reference media device or file and the data taken in by the control system in step 401. In step 415, the control system then assesses the potential benefits and other results of the newly-defined matches and other relationships established at the smaller scale selected. The data storage space required, and other efficiencies, of defining and storing the data taken in by patterns at all scales assessed thus far may then be compared, and a potential score may be determined and recorded for applying a variety of different patterns discovered and applied by the control system, in step 417. The control system may then again decrease the size of the patterns reviewed and applied to the data taken in, in step 419, repeating steps 413-417 to smaller-scale patterns at further decreasing intervals. At a particular cycle of these steps 413-417, the control system may reach a minimum pattern size, below which the control system will not continue its pattern-matching and other relationship construction activities in steps 413-417. At that stage, a wide variety of possible matches, comparisons and other relationships will have been constructed, each requiring a different level of processing resources and conventional disk space to record the relationships (for example, by mathematical functions comparing the pattern and corresponding recorded data taken in). If exact pattern matches are found between the data taken in and the reference media device or file in steps 421 and 423, those matches may be given priority, or a rebuttably presumed priority, in step 425 for storage by reference. Scores for pattern-matching and other relationships (other than exact matches) may again be generated, in light of the data already recorded by exact matches, in step 427. Those scores may be further tested, and the most optimal combination of direct data storage and storage of data by defining relationships (between the reference media device or file and the data taken in) may be assessed and selected in step 429. The control system then records the data according to that assessed optimal combination, storing some data by direct, conventional methods, as may be optimal, in step 431. In step 433, further optimizations may be directed by the control system, depending on the results of the library building and small-scale pattern matching set forth on the right-hand side of the figure.

On the right-hand side of the figure, the simultaneous small-scale library-building and pattern matching process begins with step 435, in which the control system initiates the smallest scale pattern discovery from the reference media device or file. As will be explained in greater detail in other figures, below, some reference media devices or files may comprise an intentionally-created lexicon of a wide variety of simple shapes, textures, symbols and other small-scale features, while others comprise simply random features, which may be more difficult for the control system to discover and construct matches and other relationships to utilize. If structures similar to such small-scale patterns from the reference media device or file repeat frequently in the data taken in, such patterns may be selected as “terms” to form the small-scale library for relationship definition and data recording based on those relationships, in step 437 and 439. Terms and other patterns may be used by the control system to represent mathematical functions or approximations thereof, in addition to real-world pattern matches, each of which may be optimized and corrected with references and adjustments to each such pattern recorded in conventional media. Patterns generating more efficiency, by aiding in defining and recording more data, may also be preferentially defined as such “terms” in step 439. As in steps 413-419 on the left-hand side process, the control system may change the scale (this time, seeking patterns with increased size by a particular interval) and record interim results in several rounds of steps 441 and 443, until reaching a maximum size and proceeding to step 445. In step 445, the control system again may select and eliminate terms depending on an assessment of optimal combinations, accurately recording the data in terms of relationships with the reference media device or file, in light of other pattern matching and relationships, and conventional media, then available for such recording. Based on that optimization analysis, the control system may then build a more definitive library of small-scale terms to be used by the control system in recording and using the data taken in in terms of the reference media device or file, in step 447. The control system then so records the data in terms of the optimal pattern matching and other relationships in step 449, and proceeds to steps 431 et seq. After completing all steps, the control system may return to the starting position, and repeat all steps 400 for new data sets taken in by the control system. In addition, in some embodiments, the control system may re-write parts of the reference media device or files to build greater efficiency in pattern matching and other relationship building as discussed above. For example, if a term or large-scale pattern differs in a consistent way from data taken in in step 401, historically, the control system may modify the term or pattern to better match that historical experience.

FIG. 5 depicts an exemplary series of increasingly large and complex patterns 501, as may be included in a reference media device 500 used for facilitating data storage and access, in accordance with aspects of the present invention. The exact patterns selected are exemplary, not exclusive, of the many different forms and types of such patterns. As mentioned elsewhere in this application, 3-dimensional, numerical, and other attributes and attribute patterns may be also be used to carry out aspects of the invention, although 2-dimensional patterns are depicted as examples in the present figure. A reference media device may be accessed by a control system locally, or remotely via a communications connection (such as a network) via specific addressing and protocols to locate and access the reference media device and, in some embodiments, features and aspects of the reference media device, examples of which are discussed herein. The series of patterns provided in FIG. 5 increase in complexity and complexity of type left-to-right and top-to-bottom, but, in other examples, the patterns may be otherwise organized and identifiable, or even randomly arranged or identifiable. For example, a top row 503 of pattern series 501 begins with a sub-series of 2-dimensional lines 505. The first of these, line 507, is arranged as a simple vertical line. Further right in the series, line 509 is a slightly more complex line for some systems to manage, because it is at an angle relative to the vertical and horizontal axis. Further still to the right, a slightly more complex arrangement of intersecting lines, also at an angle relative to the vertical and horizontal axis, is shown as 511. In a particular embodiment useful for general data storage, the series may continue on to the right, as demonstrated by series continuation ellipsis 514 but, for the sake of simplifying the example and enhancing explanation, a larger series of increasingly complex straight line arrangements is not explicitly shown.

Progressing downward through the series 501, a second row down 513 of patterns of an increased complexity type (namely, curved lines) is depicted. As with row 503, instances of such patterns iterate to the right in row 513 by increasing complexity. Curve 515, furthest to the left, is a partial, circular curve, and the simplest in the row. More complex curves, such as 517 and 519, appear to the right within row 503. As with row 503, and all other rows of patterns shown in FIG. 5 may continue further to the right, a shown by ellipses 520. In addition, additional rows, other than the rows explicitly shown, may be present, but are omitted from the figure to simplify the discussion. Exemplary areas where such rows may intercede in series 501 are demonstrated by ellipses 521. Continuing downward through the series, rows of increasingly complex types (such as complete rectilinear shapes in row 523, ovals in row 533, curve/rectilinear combination shapes in 543, and rough body outlines in row 553) are shown. Each of those rows, as with rows 503 and 513, may include pattern instances of increasing complexity, progressing from left-to-right through them.

As explained above, a control system may assess matches and build other relationships between a data set taken in and patterns of a reference media device 500. In some embodiments, where a control system stores data of a particular type suited to relationship building based on the particular patterns present in device 500 (for example, data including image files), the purposeful inclusion of 2-dimensional patterns of the types and varieties given in FIG. 5 may be particularly useful. Furthermore, the arrangement of patterns by increasing complexity may aid a control system in scanning and accessing patterns in the set, for example, by identifying the most useful direction for scanning to identify patterns with which to match or otherwise create relationships with particular data taken in by the control system. In other embodiments, however, a more explicit pattern identification and retrieval system (such as serial encoding or tagging) may be used, in addition or instead of exploring the series according to its arrangement of increasing complexity.

In some embodiments of the invention, the particular patterns, shapes or other attributes accessed from a reference media may be themselves written or modified or re-written by the control system, in order to optimize building relationships according to historical or projected experience with data saving, and according to present storage needs (and in light of new data intake). For example, if a given angled line pattern, such as 509, is found to deviate significantly from another, similar angled line present in stored data or data taken in, or an average such stored line or, and especially, a repeated similar angled line present in stored data or data taken in, then angled line 509 may be modified to reflect that line present in the stored data or data taken in. The greater direct relationships thus may aid the control system in more efficiently storing data according to such relationships.

FIG. 6 depicts an exemplary random pattern of magnetic bubble memory domains 601, as may be present in a reference media device 600 used for facilitating data storage and access, in accordance with aspects of the present invention. Unlike the patterns set forth in FIG. 5, above, the magnetic bubble domains of FIG. 6 are not manifested in discrete units or by ascending complexity in any particular direction. Instead, they occur in more continuous, overlapping, and interrelated features, including domain centers, such as the examples shown as 603, and lines of separation, such as the examples shown as 605, within device 600. While domains 601 do not necessarily increase in size, complexity or other wise change character in a particular direction across or through device 600, the random patterns that they exhibit nonetheless include uniquely identifiable and definable attributes. As a result, a control system, such as the control system set forth in reference to FIG. 15, below, can be used to carry out aspects of the present invention set forth for reference media, such as the steps set forth above in reference to FIG. 4. Briefly, the control system may scan, identify and define various attributes and features as large-scale (macro) patterns and small-scale library terms, construct defining relationships between them and data taken in by the system, and optimize those patterns and terms. As part of that process, the control system may generate an address, for example, in conventional data storage material, based on the pattern and/or locus of the defined patterns and terms, which may be included within those defined relationships.

Although the patterns of domains 601 are random or pseudo-random in nature, a control system may again overwrite or otherwise modify such patterns in light of experience with data taken in and stored with reference to them, to optimize the efficiency and utility of device 600 and the control system in storing new and previously stored data. For example, the domains may be written into a form such as that shown in FIG. 7, below, to optimize usage of media device 600. If the relationships built by the control system, such as matching patterns and terms with aspects of data taken in, is incomplete or inaccurate, the system may fill in gaps and define corrections to the relationships in conventional media. However, in some embodiments including the supplementation media aspects discussed above, this correcting definition in conventional media is not completely done and instead omitted, at least in part, to build a data density distribution according to Media Depth. In other words, for data stored by a local control system implementing the supplementation aspects of the present invention, the local control system may conduct such correcting definition in conventional media more completely for data that is more immediately needed, more probably needed, or otherwise exhibiting a low media depth.

The precise size, pattern types, material and other aspects of magnetic bubble domain media device 600 are exemplary only, and not exhaustive of the many different forms that may be used to implement aspects of the present invention. The magnetic bubble domain media device 600 is one form and example of the lowest level control-system ascertainable features of a device being used to identify patterns and build relationships in accordance with aspects of the present invention. The scale and resolution of magnetic domains is such that the scale of the figure may be on the order of 100 micrometers per inch, which should be the assumed scale of FIGS. 6 and 7, but any practical scale for magnetic bubble memory domains may, alternatively, be used in embodiments using them. Much larger scale features and patterns within media and stored files may also be used to implement aspects of the present invention, as set forth, for example, with reference to FIGS. 4, 8-10 and 12-14.

FIG. 7 depicts an exemplary series of increasingly large and complex patterns of magnetic bubble memory domains 701, as may be included in a reference media device 700 used for facilitating data storage and access, in accordance with aspects of the present invention. As such, the exemplary patterns are similar in nature to the patterns depicted in FIG. 5, above, but are formed in the more limited possible description by small-scale features of magnetic bubble domains and, therefore, somewhat simpler in form. As with FIG. 6, above, the magnetic bubble domain media device 700 is one form and example of the lowest level control-system ascertainable features of a device being used to identify patterns and build relationships in accordance with aspects of the present invention. Because the particular discrete patterns, such as those examples shown as 700, 705, 709, 711 704 and 743, may be scanned, interpreted, used to make matches and build other relationships with data taken in by the control system, they may be used in a similar matter to the similar patterns set forth with respect to FIG. 5. To ease understanding of the invention, the patterns of the same type and with similar aspects, and the rows and ellipses set forth in FIGS. 5 and 7 share the same latter two digits in their drawing element identification numbers.

FIG. 8 depicts another exemplary random pattern of a reference media or file used for facilitating data storage and access, in accordance with aspects of the present invention. In this instance, the random pattern 800 is shown as an output image 801 (for example, as may be output from a corresponding JPEG file encoding the image shown). The pattern depicted is generally a form of visual “white noise,” similar in nature to what may be viewed in an instant when watching a television set tuned to a frequency with no programming. As a result, the television depicts the random pattern of television waves present at such a frequency (from cosmic background radiation). Nonetheless, the random file pattern depicted in FIG. 8 may be used productively as a reference media or file in accordance with aspects of the present invention set forth above. More specifically, unique patterns, shapes, pixel, and color relationships may be identified and defined, to build a library of data-matching (or otherwise relatable) terms, as set forth above with respect to FIG. 4. As discussed above, a control system, such as the exemplary control system set forth below, in FIG. 15, may define and optimize a granular feature library and create larger level pattern matches with respect to input and recorded data. As one example, if an image file of a person's foot is being input and recorded, a generally foot-shaped pattern 803 may be determined to be an optimal match for defining and recording the image input image file in relation to it. The control unit may then define differences from, scale and location of features of the input file in relation to the pattern 803.

FIG. 9 is a portion of view 9 described in FIG. 8, above, enlarged for magnification purposes, and showing a random small-scale pattern with no further structure than that depicted in FIG. 8. As with other random patterns in media discussed in this application, these smaller structure random patterns may be used by a control system to define terms and other matches and relationships for storing additional data and, although non-random small-scale patterns are not initially provided, a system may define and create such non-random small-scale patterns, in light of experience and projected experience with data being stored, while maintaining larger random patterns and using them for addressing or structure or matching, or similarly constructing new larger patterns.

FIG. 10 is a portion of view 10 described in FIG. 8, above, enlarged for magnification purposes, and showing a non-random small-scale pattern 1001 with an embedded structure of greater complexity than that viewable in FIG. 8. More specifically, a library of distinct shapes and symbols, such as those examples shown as 1003, is visible on that small scale in FIG. 10. For example, a sunburst shape 1005 may be seen. Thus, in accordance with the figure, an embodiment of a reference media or file used for facilitating data storage and access such as that depicted in FIG. 8 may include an embedded small-scale structure with purposefully-created, optimized or otherwise useful non-random attributes. Those attributes may then serve as a library, or library source, for comparisons and terms, as may be carried out by a control system implementing aspects of the present invention—for example, a set forth in reference to FIG. 4. In a preferred embodiment, such a small-scale structure and such attributes are selected to optimize usage of the reference media and file in a particular likely scenario (or scenarios) of use for the computer using the reference media. That likely scenario (or scenarios) can be modified by the control system based on experience, causing some library terms to be discarded, while still others are created, to optimize use in the context of particular data used by the control system. In some embodiments, the small (or large scale) library and comparison patterns may be taken, or created in reaction to, input data and input data types (and their frequency) to optimize the reference media or file.

FIG. 11 depicts an exemplary random sequence 1101 of binary digits, such as the examples shown as 1103, as may be present in a reference media or file used for facilitating data storage and access, in accordance with aspects of the present invention. As with the random patterns used in a reference media or file set forth in FIGS. 6 and 8, the random number sequence 1101, although randomly generated, may nonetheless be used by a control system implementing aspects of the present invention to build a library of data-matching (or otherwise relatable) terms, and larger-scale pattern matching, as set forth above with respect to FIG. 4, with reference to input data recorded by the control system. Also, the pattern of random digits may be altered or augmented to establish more optimal, storage space efficiencies, based on the control unit's historical experience with data sets, or based on expected experience with data sets, as also discussed above. Multiple reference media files may be used, with different media pattern types manifest in each, in some embodiments, and the system may use numerical or physical patterns advantageously for different purposes. For example, a numerical pattern signifying repeating relationships, fractal patterns, or golden ratios may, at times, more efficiently represent data than a physically written pattern. In such instances, the control system may select or embed such a numerical pattern within the numerical reference media file, while using a physically patterned reference media file to relate with other aspects of the data taken in by the control system.

FIG. 12 depicts a non-random image 1201 of a reference media or file used for facilitating data storage and access, in accordance with aspects of the present invention. As with the random patterns discussed with reference to FIGS. 6, 8 and 11, above, non-random unique patterns, shapes, pixel, and color relationships may be identified and defined, to build a library of data-matching (or otherwise relatable) terms, as set forth above with respect to FIG. 4. In fact, such patterns, shapes and other relationships may be easier for the control system to identify and use in facilitating data storage in accordance with aspects of the present invention, if taken from similar or otherwise related data to that being stored by the control system.

FIG. 13 is a portion of view 13 described in FIG. 12, above, enlarged for magnification purposes, and showing a random small-scale pattern with no further structure than that depicted in FIG. 12. As with other random patterns in media discussed in this application, these smaller structure random patterns may be used by a control system to define terms and other matches and relationships for storing additional data and, although non-random small-scale patterns are not initially provided, a system may define and create such non-random small-scale patterns, in light of experience and projected experience with data being stored, while maintaining larger random patterns and using them for addressing or structure or matching, or similarly constructing new larger patterns.

FIG. 14 is a portion of view 14 described in FIG. 12, above, enlarged for magnification purposes, and showing a non-random small-scale pattern 1001 with an embedded structure of greater complexity than that viewable in FIG. 12. As with the non-random small-scale pattern depicted in FIG. 10, a library of distinct shapes and symbols, such as those examples shown as 1403, is visible on that small scale in FIG. 14, and may be used and modified by a control system in defining optimal library terms and creating pattern matches, such as those discussed with reference to FIG. 4, above.

FIG. 15 is a schematic block diagram of some elements of an exemplary control system 1500 that may be used in accordance with aspects of the present invention, such as, but not limited to implementing data storage and supplementation. The generic and other components and aspects described herein are not exhaustive of the many different systems and variations, including a number of possible hardware aspects and machine-readable media that might be used, in accordance with the present invention. Rather, the system 1500 is described to make clear how aspects may be implemented. Among other components, the system 1500 includes an input/output device 1501, a memory device 1503, storage media and/or hard disk recorder and/or cloud storage port or connection device 1505, and a processor or processors 1507. The processor(s) 1507 is (are) capable of receiving, interpreting, processing and manipulating signals and executing instructions for further processing and for output, pre-output or storage in and outside of the system. The processor(s) 1507 may be general or multipurpose, single- or multi-threaded, and may have a single core or several processor cores, including, but not limited to, microprocessors. Among other things, the processor(s) 1507 is/are capable of processing signals and instructions for the input/output device 1501, analog receiver/storage/converter device 1519, analog in/out device 1521, and/or analog/digital or other combination apparatus 1523 to cause a display, light-affecting apparatus and/or other user interface with active physical controls, such as indicator buttons and displays, and control actuation monitoring hardware, any of which may be comprised or partially comprised in a GUI, to be provided for use by a user on hardware, such as a specialized personal computer, media console, monitor or PDA (Personal Digital Assistant) or control unit screen (including, but not limited to, monitors or touch- and gesture-actuable displays) or a terminal monitor with a mouse and keyboard or other input hardware and presentation and input software (as in a software application GUI), and/or other physical controls, such as a button, knob or LEDs for determining appliance conditions or statuses or related circuit or other characteristics. Alternatively, or in addition, the system, using processors 1507 and input/output devices 1519, 1521 and/or 1523, may accept and exert passive and other physical (e.g., tactile) user, power supply, appliance operation, user activity, circuit and environmental input (e.g., from sensors) and output.

For example, and in connection with aspects of the invention discussed in reference to the remaining figures, the system may carry out any aspects of the present invention as necessary with associated hardware and/or using specialized software, including, but not limited to, controlling a supplementation-based data storage device with a reference media or file, controlling the provision of a Content Feed, and addressing errors and updates with a control unit and/or network. The system may also, among many other things described for control systems in this application, respond to user, sensor and other input (for example, by a user-actuated GUI controlled by computer hardware and software or by another physical control) to issue alerts, alter settings, control data storage, correction, augmentation and supplementation, or perform any other aspect of the invention requiring or benefiting from use of a control system. The system 1501 may communicate with another control system, similar in nature to system 1501, and control and be controlled by such a control system, and may permit the user and/or system-variation of settings, including but not limited to the affects of user activity and usage history on modes of operation of the system, and send external alerts and other communications (for example, to users or other administrators) via external communication devices, for any control system and control unit aspect that may require or benefit from such external or system-extending communications.

The processor(s) 1507 is/are capable of processing instructions stored in memory devices 1503 and/or 1505 (and/or ROM or RAM), and may communicate with any of these, and/or any other connected component, via system buses 1575. Input/output device 1501 is capable of input/output operations for the system, and may include/communicate with any number of input and/or output hardware, such as a computer mouse, keyboard, entry pad, actuable display, networked or connected second computer or processing device, control unit, other GUI aspects, camera(s) or scanner(s), sensor(s), sensor/motor(s), actuable electronic components (with actuation instruction receiving and following hardware), RF antennas, other radiation or electrical characteristics reading, monitoring, storage and transmission affecting hardware, as discussed in this application, range-finders, GPS systems, receiver(s), transmitter(s), transceiver(s), transflecting transceivers (“transflecters” or “transponders”), antennas, electromagnetic actuator(s), mixing board, reel-to-reel tape recorder, external hard disk recorder (solid state or rotary), additional hardware controls (such as, but not limited to, buttons and switches, and actuators, current or potential applying contacts and other transfer elements, light sources, speakers, additional video and/or sound editing system or gear, filters, computer display screen or touch screen. It is to be understood that the input and output of the system may be in any useable form, including, but not limited to, signals, data, commands/instructions and output for presentation and manipulation by a user in a GUI. Such a GUI hardware unit and other input/output devices could, among other things, implement a user interface created by machine-readable means, such as software, permitting the user to carry out any of the user settings, commands and input/output discussed above, and elsewhere in this application.

1501, 1503, 1505, 1507, 1519, 1521 and 1523 are connected and able to communicate communications, transmissions and instructions via system busses 1575. Storage media and/or hard disk recorder and/or cloud storage port or connection device 1505 is capable of providing mass storage for the system, and may be a computer-readable medium, may be a connected mass storage device (e.g., flash drive or other drive connected to a U.S.B. port or Wi-Fi) may use back-end (with or without middle-ware) or cloud storage over a network (e.g., the internet) as either a memory backup for an internal mass storage device or as a primary memory storage means, and/or may be an internal mass storage device, such as a computer hard drive or optical drive.

Generally speaking, the system may be implemented as a client/server arrangement, where features of the invention are performed on a remote server, networked to the client and facilitated by software on both the client computer and server computer. Input and output devices may deliver their input and receive output by any known means of communicating and/or transmitting communications, signals, commands and/or data input/output, including, but not limited to, input through the devices illustrated in examples shown as 1517, such as 1509, 1511, 1513, 1515, 1576 and 1577 and any other devices, hardware or other input/output generating and receiving aspects—e.g., a PDA networked to control a control unit 677 with the aid of specialized software (a.k.a. a “PDA Application” or “App.”). Any phenomenon that may be sensed may be managed, manipulated and distributed and may be taken or converted as input or output through any sensor or carrier known in the art. In addition, directly carried elements (for example a light stream taken by fiber optics from a view of a scene) may be directly managed, manipulated and distributed in whole or in part to enhance output, and radiation or whole ambient light or other radio frequency (“RF”) information for an environmental region may be taken by a photovoltaic apparatus for battery cell recharging, or sensor(s) dedicated to angles of detection, or an omnidirectional sensor or series of sensors which record direction as well as the presence of electromagnetic or other radiation. While this example is illustrative, it is understood that any form of electromagnetism, compression wave or other sensory phenomenon may become such an “ambient power” source harnessed to power the operations of a control unit and/or control system and/or may include such sensory directional and 3D locational or other operations-identifying information, which may also be made possible by multiple locations of sensing, preferably, in a similar, if not identical, time frame. The system may condition, select all or part of, alter and/or generate composites from all or part of such direct or analog image or other sensory transmissions, including physical samples (such as DNA, fingerprints, iris, and other biometric samples or scans) and may combine them with other forms of data, such as image files, dossiers, appliance-identifying files, or operations-relevant recordings, or metadata, if such direct or data encoded sources are used.

While the illustrated system example 1500 is helpful to understand the implementation of aspects of the invention, it should be understood that any form of computer system may be used to implement many control system and other aspects of the invention—for example, a simpler computer system containing just a processor (datapath and control) for executing instructions from a memory or transmission source. The aspects or features set forth may be implemented with, as alternatives, and/or in any combination, digital electronic circuitry, hardware, software, firmware, or in analog or direct (such as electromagnetic wave-based, physical wave-based or analog electronic, magnetic or direct transmission, without translation and the attendant degradation, of the medium) systems or circuitry or associational storage and transmission, any of which may be aided with enhancing media from external hardware and software, optionally, by wired or wireless networked connection, such as by LAN, WAN or the many connections forming the internet or local networks. The system can be embodied, in part, in a tangibly-stored computer program, as by a machine-readable medium and propagated signal, for execution by a programmable processor. The method steps of the embodiments of the present invention also may be performed by such a programmable processor, executing a program of instructions, operating on input and output, and generating output. A computer program includes instructions for a computer to carry out a particular activity to bring about a particular result, and may be written in any programming language, including compiled and uncompiled, interpreted languages, assembly languages and machine language, and can be deployed in any form, including a complete program, module, component, subroutine, or other suitable routine for a computer program. 

I claim:
 1. A device for efficient local data storage and remote supplementation and correction, comprising: a local control system, comprising a processor comprising hardware, configured to deliver a consumption feed to a user; a local data storage device comprising file storage with data partially and incompletely stored according to a data density curve, wherein said partially and incompletely stored data is subject to improvements or other updates and wherein said data density curve is based on Media Depth; a network access device configured to communicate with another control unit and/or device, which is configured to supplement said partially and incompletely stored data of said local data storage device and said consumption feed; and a reference media comprising patterns configured for use by the local control system in building said partially and incompletely stored data based on Media Depth.
 2. The device for efficient local data storage and remote supplementation and correction of claim 1, wherein Media Depth comprises the probability that a datum or set of data will be accessed by a user.
 3. The device for efficient local data storage and remote supplementation and correction of claim 1, wherein Media Depth comprises the immediacy with which a datum or set of data will or may be accessed by a user.
 4. The device for efficient local data storage and remote supplementation and correction of claim 1, wherein said network access device is connected to the Internet.
 5. The device for efficient local data storage and remote supplementation and correction of claim 4, wherein said another control unit and/or device is a control unit comprising a processor.
 6. The device for efficient local data storage and remote supplementation and correction of claim 5, wherein said control unit further comprises a remote supplementation source.
 7. The device for efficient local data storage and remote supplementation and correction of claim 1, wherein said comprised patterns of said reference media device comprise random patterns.
 8. The device for efficient local data storage and remote supplementation and correction of claim 1, wherein said comprised patterns of said reference media comprise non-random patterns.
 9. The device for efficient local data storage and remote supplementation and correction of claim 8, wherein said comprised non-random patterns of said reference media comprise embedded random patterns.
 10. The device for efficient local data storage and remote supplementation and correction of claim 1, wherein said comprised patterns comprise embedded patterns in the physical arrangement of media elements at the structural level of an inherent media.
 11. The device for efficient local data storage and remote supplementation and correction of claim 1, wherein said local control unit sends data from, or representative of, at least part of said local storage device to said another control unit and/or device.
 12. The device for efficient local data storage and remote supplementation and correction of claim 11, wherein said another control unit and/or device determines whether errors are present in said local storage device based on a standard reference for data or other conditions in said local storage device.
 13. The device for efficient local data storage and remote supplementation and correction of claim 12, wherein said another control unit and/or device sends data and/or commands to said local control unit correcting said local storage device.
 14. The device for efficient local data storage and remote supplementation and correction of claim 11, wherein said another control unit and/or device determines whether errors are present in said local storage device based on a reference standard source of data.
 15. The device for efficient local data storage and remote supplementation and correction of claim 11, wherein said another control unit and/or device determines whether updates are needed in said local storage device based on a standard reference for a more current version of data or other conditions in said local storage device.
 16. The device for efficient local data storage and remote supplementation and correction of claim 15, wherein said another control unit sends higher resolution data corresponding with data present in said local storage device.
 17. The device for efficient local data storage and remote supplementation and correction of claim 16, wherein said higher resolution data is provided as a mathematical function relative to said data present in said local storage device.
 18. A device for efficient local data storage and remote supplementation and correction, comprising: a local control system, comprising a processor comprising hardware, configured to deliver a consumption feed to a user; a local data storage device comprising file storage comprising partially and incompletely stored data comprising a data density based on Media Depth, wherein said partially and incompletely stored data is subject to improvements or other updates; a network access device configured to communicate with another control unit and/or device, which is configured to supplement said partially and incompletely stored data of said local data storage device and said consumption feed; a reference media device comprising patterns configured for use by the local control system in building said data density based on Media Depth; wherein said comprised patterns of said reference media device comprise random patterns; and wherein said comprised random patterns of said reference media device comprise embedded non-random patterns. 